#' @param cache.node.ids If \code{FALSE}, the algorithm will pass trees to executors to match instances with nodes.
#'   If \code{TRUE}, the algorithm will cache node IDs for each instance. Caching can speed up training of deeper trees.
#'   Defaults to \code{FALSE}.
